jpbonson / VisualizationToolForMLData

Visualization tool for classification data.

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Visualization Tool for Machine Learning Data

Visualization tool using Javascript and Python to visualize real-valued data for classification problems.

Features:

  • Visualize real-valued datasets for classification problems
  • Charts: Scatter plot, histogram, and star plot
  • Selection
  • Filter
  • Zoom

Obs.: Currently it doesn't support negative values.

How to Install:

First, you must have pip installed:

sudo apt-get install python-pip

The install the libraries in the requirements file:

sudo pip install -r requirements.txt

How to Run:

python run.py

How to Visualize:

http://127.0.0.1:5000/

To add a new dataset, add the .csv file to the folder static/data.

Examples:

Tool loaded with the Iris dataset: alt tag

Tool loaded with the Ecoli dataset: alt tag

About

Visualization tool for classification data.

License:BSD 2-Clause "Simplified" License


Languages

Language:JavaScript 72.3%Language:HTML 12.9%Language:Python 12.7%Language:CSS 2.1%